IEEE - Institute of Electrical and Electronics Engineers, Inc. - Geometric approach of quasi-linear kernel composition for support vector machine

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Weite Li ; Jinglu Hu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 7
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280384
Regular:

This paper proposes a geometric way to construct a quasi-linear kernel by which a quasi-linear support vector machine (SVM) is performed. A quasi-linear SVM is a SVM with quasi-linear kernel, in... View More

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